It was initially TL;DR for me, but it was actually pretty entertaining:
TFA wrote:And does the giant electronic brain fail? Gosh, apparently it does. After many years of research, WA is nowhere near achieving routine accuracy in guessing the tool you want to use from your unstructured natural-language input. No surprise. Not only is the Turing test kinda hard, even an actual human intelligence would have a tough time achieving reliability on this task.
The task of "guess the application I want to use" is actually not even in the domain of artificial intelligence. AI is normally defined by the human standard. To work properly as a control interface, Wolfram's guessing algorithm actually requires divine intelligence. It is not sufficient for it to just think. It must actually read the user's mind. God can do this, but software can't.
Stuff like this is exactly why Ask Jeeves failed. You cannot ask a search engine a question. It doesn't work like that. While search engines like this were around, I was using Alta Vista because you could put plus and minus on your search words. It was FUNCTIONAL!
Google Squared is somewhat like this, but it still gives you control of what you actually wanted to some extent. Sure, it's an attempt at putting Wolfram Alpha into a full-text search context, which tends to fail a lot, but it actually has potential to REPLACE WA with some database controls.
I guess the rock/hard place of this argument is that complex control interfaces suck, but how do you get a user to choose from hundreds of databases? Ultimately, the answer is to include both controls, the default one and the controlled one. Google does this in various forms and it works out well.
For example, if I want the page for "Wolfram Alpha", I would type just that. If I want the Wikipedia page, I would include the word Wiki in there. And it works really well, even better than Wikipedia's stupid search engine. It's so good that the browser function to select multiple search engines seems fruitless because you are going from a Google search, which is intelligent, to a non-Google search, which can't spellcheck, predict, or even do AND-based searches.